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Iterative Studio

Iterative Studio is a web application that you can access online or even host on-prem. Using the power of leading open-source tools DVC, CML, MLEM, GTO and Git, it enables you to seamlessly manage data and machine learning models, run and track experiments, and visualize and share results.

Note that we have renamed DVC Studio to Iterative Studio and Views to Projects.

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Why Iterative Studio?

  • Simplify ML experiment tracking, visualization, and collaboration on top of Git.
  • Keep your code, data and model connected at all times.
  • Apply your existing software engineering stack for ML teams.
  • Automate your ML process by transitioning to a no-code interface for running experiments on cloud resources of your choice.
  • Build an ML model registry for transparency and discovery across all your projects.
  • Because your model registry is built on top of Git, you can use GitOps for model deployment.

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